Download or read book Introduction to Information Retrieval written by Christopher D. Manning and published by Cambridge University Press. This book was released on 2008-07-07 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: Class-tested and coherent, this textbook teaches classical and web information retrieval, including web search and the related areas of text classification and text clustering from basic concepts. It gives an up-to-date treatment of all aspects of the design and implementation of systems for gathering, indexing, and searching documents; methods for evaluating systems; and an introduction to the use of machine learning methods on text collections. All the important ideas are explained using examples and figures, making it perfect for introductory courses in information retrieval for advanced undergraduates and graduate students in computer science. Based on feedback from extensive classroom experience, the book has been carefully structured in order to make teaching more natural and effective. Slides and additional exercises (with solutions for lecturers) are also available through the book's supporting website to help course instructors prepare their lectures.
Download or read book Bandit Algorithms written by Tor Lattimore and published by Cambridge University Press. This book was released on 2020-07-16 with total page 537 pages. Available in PDF, EPUB and Kindle. Book excerpt: A comprehensive and rigorous introduction for graduate students and researchers, with applications in sequential decision-making problems.
Download or read book Par deviers Rome m en revenrai errant written by Autori Vari and published by Viella Libreria Editrice. This book was released on 2017-08-02T00:00:00+02:00 with total page 651 pages. Available in PDF, EPUB and Kindle. Book excerpt: Il volume raccoglie gli atti del XXème Congrès International de la Société Rencesvals pour l’étude des épopées romanes (Sapienza - Università di Roma, 20-24 luglio 2015) e presenta lo stato dell’arte e le ricerche in corso sull’epica romanza medievale propriamente detta, sulla sua posterità nell’età moderna e sulla produzione non romanza a essa correlata, offrendo un panorama ricco ‒ se non completo ‒ degli attuali orientamenti scientifici e dei risultati raggiunti. Per il congresso di Roma ‒ cui hanno preso parte studiosi provenienti dall’Europa, dal Nord e dal Sud America e dall’Africa ‒ sono stati proposti i seguenti temi: I. Rome et l’Italie dans les chansons de geste; II. Phénomènes de cyclisation: grandes et petites gestes; III. Le XVe siècle: proses et renouvellements; IV. L’histoire des recherches sur la matière de France; a questi si aggiungono gli interventi raccolti nella sezione Varia.
Download or read book Cor orans Instrukcja wykonawcza o e skim yciu kontemplacyjnym written by Congregazione per gli Istituti di Vita Consacrata e le Società di Vita Apostolica and published by . This book was released on 2019 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book The Grove Encyclopedia of Medieval Art and Architecture written by Colum Hourihane and published by . This book was released on 2012 with total page 4064 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume offers unparalleled coverage of all aspects of art and architecture from medieval Western Europe, from the 6th century to the early 16th century. Drawing upon the expansive scholarship in the celebrated 'Grove Dictionary of Art' and adding hundreds of new entries, it offers students, researchers and the general public a reliable, up-to-date, and convenient resource covering this field of major importance in the development of Western history and international art and architecture.
Download or read book Die Sch nsten Schweizer B cher written by and published by . This book was released on 2009 with total page 270 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Information Theory Inference and Learning Algorithms written by David J. C. MacKay and published by Cambridge University Press. This book was released on 2003-09-25 with total page 694 pages. Available in PDF, EPUB and Kindle. Book excerpt: Information theory and inference, taught together in this exciting textbook, lie at the heart of many important areas of modern technology - communication, signal processing, data mining, machine learning, pattern recognition, computational neuroscience, bioinformatics and cryptography. The book introduces theory in tandem with applications. Information theory is taught alongside practical communication systems such as arithmetic coding for data compression and sparse-graph codes for error-correction. Inference techniques, including message-passing algorithms, Monte Carlo methods and variational approximations, are developed alongside applications to clustering, convolutional codes, independent component analysis, and neural networks. Uniquely, the book covers state-of-the-art error-correcting codes, including low-density-parity-check codes, turbo codes, and digital fountain codes - the twenty-first-century standards for satellite communications, disk drives, and data broadcast. Richly illustrated, filled with worked examples and over 400 exercises, some with detailed solutions, the book is ideal for self-learning, and for undergraduate or graduate courses. It also provides an unparalleled entry point for professionals in areas as diverse as computational biology, financial engineering and machine learning.
Download or read book Bayesian Data Analysis Third Edition written by Andrew Gelman and published by CRC Press. This book was released on 2013-11-01 with total page 677 pages. Available in PDF, EPUB and Kindle. Book excerpt: Now in its third edition, this classic book is widely considered the leading text on Bayesian methods, lauded for its accessible, practical approach to analyzing data and solving research problems. Bayesian Data Analysis, Third Edition continues to take an applied approach to analysis using up-to-date Bayesian methods. The authors—all leaders in the statistics community—introduce basic concepts from a data-analytic perspective before presenting advanced methods. Throughout the text, numerous worked examples drawn from real applications and research emphasize the use of Bayesian inference in practice. New to the Third Edition Four new chapters on nonparametric modeling Coverage of weakly informative priors and boundary-avoiding priors Updated discussion of cross-validation and predictive information criteria Improved convergence monitoring and effective sample size calculations for iterative simulation Presentations of Hamiltonian Monte Carlo, variational Bayes, and expectation propagation New and revised software code The book can be used in three different ways. For undergraduate students, it introduces Bayesian inference starting from first principles. For graduate students, the text presents effective current approaches to Bayesian modeling and computation in statistics and related fields. For researchers, it provides an assortment of Bayesian methods in applied statistics. Additional materials, including data sets used in the examples, solutions to selected exercises, and software instructions, are available on the book’s web page.
Download or read book Mathematics for Machine Learning written by Marc Peter Deisenroth and published by Cambridge University Press. This book was released on 2020-04-23 with total page 392 pages. Available in PDF, EPUB and Kindle. Book excerpt: The fundamental mathematical tools needed to understand machine learning include linear algebra, analytic geometry, matrix decompositions, vector calculus, optimization, probability and statistics. These topics are traditionally taught in disparate courses, making it hard for data science or computer science students, or professionals, to efficiently learn the mathematics. This self-contained textbook bridges the gap between mathematical and machine learning texts, introducing the mathematical concepts with a minimum of prerequisites. It uses these concepts to derive four central machine learning methods: linear regression, principal component analysis, Gaussian mixture models and support vector machines. For students and others with a mathematical background, these derivations provide a starting point to machine learning texts. For those learning the mathematics for the first time, the methods help build intuition and practical experience with applying mathematical concepts. Every chapter includes worked examples and exercises to test understanding. Programming tutorials are offered on the book's web site.
Download or read book Commercial Exchange Across the Mediterranean written by David Jacoby and published by Taylor & Francis. This book was released on 2023-07-07 with total page 358 pages. Available in PDF, EPUB and Kindle. Book excerpt: The customary treatment of Mediterranean trade from the 11th to the mid-15th century emphasizes the predominance of western merchants and the commercial exchange of spices and eastern raw materials for western woollens and other finished products. The studies in this collection, the sixth by David Jacoby to be published in the Variorum series, adopt a different perspective. They underscore the economic vitality of various countries bordering the eastern Mediterranean, their industrial capacity, the importance of exchanges between them, and the important contribution of the merchants based in that region to trans-Mediterranean trade. They also illustrate the role of hitherto neglected commodities, such as timber, iron, silk and cheese, in that trade.
Download or read book Bibliotech written by National Library of Canada and published by . This book was released on 1993 with total page 322 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Introduction to Applied Linear Algebra written by Stephen Boyd and published by Cambridge University Press. This book was released on 2018-06-07 with total page 477 pages. Available in PDF, EPUB and Kindle. Book excerpt: A groundbreaking introduction to vectors, matrices, and least squares for engineering applications, offering a wealth of practical examples.
Download or read book Angels as Warriors in Late Second Temple Jewish Literature written by Aleksander R. Michalak and published by Mohr Siebeck. This book was released on 2012 with total page 356 pages. Available in PDF, EPUB and Kindle. Book excerpt: Originally presented as the author's thesis (doctoral)--Trinity College Dublin, 2011.
Download or read book CAHPER ACSEPL Journal written by and published by . This book was released on 1993 with total page 196 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book The National Cyclopaedia of American Biography written by and published by . This book was released on 1927 with total page 946 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book The Popular Science News and Boston Journal of Chemistry written by and published by . This book was released on 1883 with total page 704 pages. Available in PDF, EPUB and Kindle. Book excerpt:
